Les cours en data science peuvent vous aider à comprendre comment analyser des données, créer des modèles et évaluer leurs performances. Vous pouvez développer des compétences en statistique, apprentissage automatique, préparation des données et visualisation. De nombreux cours utilisent des langages et bibliothèques courants pour travailler sur des projets pratiques.

Coursera
Skills you'll gain: Applied Machine Learning, Predictive Modeling, Model Evaluation, Model Optimization, Data Analysis, Machine Learning, Data Science, Python Programming
★ 4.7 (231) · Intermediate · Guided Project · Less Than 2 Hours

University of California, Davis
Skills you'll gain: Presentations, Data Governance, SQL, Data Presentation, Apache Spark, Distributed Computing, Descriptive Statistics, Data Lakes, Data Storytelling, Peer Review, Data Quality, Exploratory Data Analysis, Data Pipelines, Statistical Analysis, Data Warehousing, Data Access, Data Analysis, Complex Problem Solving, Performance Tuning, JSON
★ 4.6 (17K) · Beginner · Specialization · 1 - 3 Months

Imperial College London
Skills you'll gain: Dimensionality Reduction, Linear Algebra, Regression Analysis, NumPy, Calculus, Applied Mathematics, Descriptive Statistics, Model Optimization, Statistics, Geometry, Artificial Neural Networks, Data Science, Data Manipulation, Python Programming, Data Transformation, Machine Learning, Derivatives
★ 4.6 (15K) · Beginner · Specialization · 3 - 6 Months

University of Colorado System
Skills you'll gain: Marketing Analytics, Data-Driven Marketing, Classification And Regression Tree (CART), Probability & Statistics, Statistical Software, Statistical Methods, Model Evaluation, Regression Analysis, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Statistics, Advanced Analytics, Machine Learning
★ 4.9 (19) · Intermediate · Specialization · 3 - 6 Months
University of Michigan
Skills you'll gain: R (Software), Model Evaluation, Statistical Modeling, Statistics, Data Visualization, Data Analysis, Data Wrangling, Data Manipulation, Predictive Modeling, Correlation Analysis, Histogram, Statistical Analysis, Statistical Reporting, Statistical Hypothesis Testing, Scripting, Package and Software Management, Data Transformation, Data Import/Export
★ 4.9 (15) · Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Model Optimization, Deep Learning, A/B Testing, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization
★ 3.9 (49) · Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Descriptive Statistics, Data Visualization, Statistical Analysis, Data Presentation, Data Analysis, Probability Distribution, Statistics, Statistical Methods, Statistical Hypothesis Testing, Data Science, Probability & Statistics, Jupyter, Regression Analysis, Correlation Analysis, Probability
★ 4.5 (471) · Mixed · Course · 1 - 3 Months

SkillUp
Skills you'll gain: Forecasting, Classification Algorithms, Dimensionality Reduction
Intermediate · Specialization · 1 - 3 Months

Skills you'll gain: Jupyter, R Programming, Data Analysis Software, Computer Programming Tools, GitHub, Data Science, Cloud Hosting, Git (Version Control System), Cloud Platforms, Other Programming Languages, Integrated Development Environments, Version Control, Development Environment, Query Languages, Python Programming
★ 4.5 (30K) · Beginner · Course · 1 - 3 Months

University of London
Skills you'll gain: Machine Learning Algorithms, Data Literacy, Data Science, Machine Learning
★ 4.6 (91) · Beginner · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Bioinformatics, Data Structures, Code Reusability, Python Programming, Programming Principles, File I/O, Computer Programming
★ 4.3 (1.8K) · Mixed · Course · 1 - 4 Weeks

University of Colorado System
Skills you'll gain: Tidyverse (R Package), Clinical Data Management, Extract, Transform, Load, Data Modeling, Health Insurance Portability And Accountability Act (HIPAA) Compliance, R Programming, Medical Privacy, Data Manipulation, Predictive Modeling, Google Cloud Platform, Intensive Care Unit, Data Ethics, Data Quality, Risk Modeling, Natural Language Processing, Informatics, Text Mining, Clinical Informatics, Data Analysis, R (Software)
★ 4.4 (504) · Intermediate · Specialization · 3 - 6 Months